A multi-objective reinforcement learning approach for resequencing scheduling problems in automotive manufacturing systems-Reference-Cited by-同舟云学术

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A multi-objective reinforcement learning approach for resequencing scheduling problems in automotive manufacturing systems

Published:2022-08-06 Issue: Volume: Page:1-20
ISSN:0020-7543
Container-title:International Journal of Production Research
language:en
Short-container-title:International Journal of Production Research

Author:

Leng Jinling¹,Wang Xingyuan¹,Wu Shiping¹,Jin Chun¹^ORCID,Tang Meng¹,Liu Rui¹,Vogl Alexander²,Liu Huiyu³

Affiliation:

1. School of Economics and Management, Dalian University of Technology, Dalian, People’s Republic of China

2. BMW Brilliance Automotive Ltd., Shenyang, People’s Republic of China

3. School of Mechanical Engineering and Automation, Northeastern University, Shenyang, People’s Republic of China

Funder

National Natural Science Foundation of China

Publisher

Informa UK Limited

Subject

Industrial and Manufacturing Engineering,Management Science and Operations Research,Strategy and Management

Link

https://www.tandfonline.com/doi/pdf/10.1080/00207543.2022.2098871

Reference48 articles.

1. Some heuristics for the binary paint shop problem and their expected number of colour changes

2. Assemble-to-order systems: A review

3. Resequencing of mixed-model assembly lines: Survey and research agenda

4. Scheduling Semiconductor Testing Facility by Using Cuckoo Search Algorithm With Reinforcement Learning and Surrogate Modeling

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1. Assessing the impact of quality improvement on production defectiveness: a case study on an automotive manufacturing industry;Cogent Engineering;2024-08-18

2. A deep Q network algorithm for a car resequencing problem in automobile factories;Flexible Services and Manufacturing Journal;2024-08-05

3. Multi-objective evolutionary algorithm-enabled multi-stage collaborative scheduling for automotive production;Computers & Industrial Engineering;2024-05

4. Mixed-model sequencing with reinsertion of failed vehicles: a case study for automobile industry;International Journal of Production Research;2024-04-22

5. A Bi-Objective Home Health Care Routing and Scheduling Problem under Uncertainty;International Journal of Environmental Research and Public Health;2024-03-21

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